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llama-7B_glue_0-shot.json 1.46 KB
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Julen Etxaniz's avatar
add bloom, xglm and llama results  
Julen Etxaniz committed
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{
  "results": {
    "mrpc": {
      "acc": 0.6838235294117647,
      "acc_stderr": 0.023048336668420204,
      "f1": 0.8122270742358079,
      "f1_stderr": 0.01624762253426993
    },
    "sst": {
      "acc": 0.5298165137614679,
      "acc_stderr": 0.016911703415318852
    },
    "wnli": {
      "acc": 0.5633802816901409,
      "acc_stderr": 0.0592793555841297
    },
    "mnli_mismatched": {
      "acc": 0.3572009764035802,
      "acc_stderr": 0.0048327582938812235
    },
    "qnli": {
      "acc": 0.49569833424858134,
      "acc_stderr": 0.006765160168388141
    },
    "rte": {
      "acc": 0.5306859205776173,
      "acc_stderr": 0.03003973059219781
    },
    "qqp": {
      "acc": 0.3683650754390304,
      "acc_stderr": 0.002398975385820536,
      "f1": 0.5380844713755992,
      "f1_stderr": 0.0025560675394743124
    },
    "mnli": {
      "acc": 0.34396332144676517,
      "acc_stderr": 0.0047950937299233165
    },
    "cola": {
      "mcc": 0.0,
      "mcc_stderr": 0.0
    }
  },
  "versions": {
    "mrpc": 0,
    "sst": 0,
    "wnli": 1,
    "mnli_mismatched": 0,
    "qnli": 0,
    "rte": 0,
    "qqp": 0,
    "mnli": 0,
    "cola": 0
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=/gaueko1/hizkuntza-ereduak/LLaMA/lm/huggingface/7B,use_accelerate=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda:0",
    "no_cache": false,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}